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Impreciseness and Its Value from the Perspective of Software Organizations and Learning [chapter]

Grigori Melnik, Michael M. Richter
2004 Lecture Notes in Computer Science  
This is interpreted as a learning problem for software organizations . The success can be measured in terms of different cost factors.  ...  When developing large software products many verbal and written interactions take place. In such interactions the use of abstract and uncertain expressions is considered advantageous.  ...  In the context of software engineering, it is regarded as a learning software organization process.  ... 
doi:10.1007/978-3-540-25983-1_12 fatcat:bdrauvbphnbctnrxw7aahddkc4

Cheating Prevention [chapter]

2006 Algorithms and Networking for Computer Games  
initialization assign values to the tiles where the influence exists assign values to the tiles where the influence exists Three perspectives for decision Three perspectives for decision - - making in  ...  supervised learning unsupervised learning (e.g., self unsupervised learning (e.g., self--organizing maps) organizing maps) execution execution hidden Markov model hidden Markov model recurring  ... 
doi:10.1002/0470029757.ch10 fatcat:56kfjcepqnd7xgsyg3kly3baea

Fuzzyness And Imprecision In Software Engineering

M. Burgin, N. Debnath, J. Debnath
2006 2006 World Automation Congress  
A classification of software metrics is developed with the aim of better structuring and optimization of the software fuzzy metric design.  ...  This study is aimed to support the development of high quality software. The process of program design as a transition from a problem to a program is studied.  ...  Metrics help one to better control software projects and learn more about the project organization.  ... 
doi:10.1109/wac.2006.376021 fatcat:uy2oujxabjcdfoo6rynugo7mfq

A soft computing framework for software effort estimation

Xishi Huang, Danny Ho, Jing Ren, Luiz F. Capretz
2005 Soft Computing - A Fusion of Foundations, Methodologies and Applications  
, and robustness to imprecise and uncertain inputs.  ...  By integrating neural networks, fuzzy logic and algorithmic models into one scheme, this framework has learning ability, integration capability of both expert knowledge and project data, good interpretability  ...  From the learning perspective, we can treat NFB i as a neural network so that we can use available learning algorithms for neural networks to calibrate the corresponding parameters, and NFB i has learning  ... 
doi:10.1007/s00500-004-0442-z fatcat:6r3di3uwezf43ou3x6r6bnz4d4

Integrating uncertainty in software effort estimation using Bootstrap based Neural Networks

Safae Laqrichi, Francois Marmier, Didier Gourc, Jean Nevoux
2015 IFAC-PapersOnLine  
Software effort estimation is a crucial task in the software project management. It is the basis for subsequent planning, control, and decision-making.  ...  Abstract: Software effort estimation is a crucial task in the software project management. It is the basis for subsequent planning, control, and decision-making.  ...  ACKNOWLEDGEMENTS This work was funded by the Fonds Unique Interministriel (FUI) through the ProjEstimate project.  ... 
doi:10.1016/j.ifacol.2015.06.206 fatcat:dbymcebyujaefdhfcdq3jncc5m

Optimized Fuzzy Logic Based Framework for Effort Estimation in Software Development [article]

Vishal Sharma, Harsh Kumar Verma
2010 arXiv   pre-print
Fuzzy logic based cost estimation models are inherently suitable to address the vagueness and imprecision in the inputs, to make reliable and accurate estimates of effort.  ...  Software effort estimation at early stages of project development holds great significance for the industry to meet the competitive demands of today's world.  ...  The development mode depends on one of the three categories of software development modes: organic, semi-detached, and embedded.  ... 
arXiv:1004.3270v1 fatcat:7btf2uii75ebdfglzutqpu7oue

Fuzzy inference systems: An integrated modeling environment for collaboration between expert knowledge and data using FisPro

Serge Guillaume, Brigitte Charnomordic
2012 Expert systems with applications  
It discusses the originality of FIS and their capability to integrate expertise and rule learning from data into a single framework, analyzing their place relatively to concurrent approaches.  ...  A second approach, proposed in the mid eighties [54] , was based on automatic learning from data.  ...  An open source software implementation of FIS design and optimization is proposed in FisPro 1 , which corresponds to ten years of research and software development in the field of learning interpretable  ... 
doi:10.1016/j.eswa.2012.01.206 fatcat:s7gjzfob65fyde5my3vsabrfs4

Information technology project evaluation: An integrated data envelopment analysis and balanced scorecard approach

Abbas Asosheh, Soroosh Nalchigar, Mona Jamporazmey
2010 Expert systems with applications  
A critical aspect of IT management is the decision whereby the best set of IT projects is selected from many competing proposals.  ...  The optimal selection process is a significant strategic resource allocation decision that can engage an organization in substantial long-term commitments.  ...  Learning and growth perspective: This perspective identifies the infrastructure that the organization must build to create longterm growth and improvement.  ... 
doi:10.1016/j.eswa.2010.02.012 fatcat:jwrgqxsqgbavraopp7kmf5eyb4

Innovative Approaches to the Modification of BSC Model

Jaroslava Kádárová, Michaela Durkáčová, Lenka Kalafusová
2014 Procedia - Social and Behavioral Sciences  
The concept of the BSC has been widely adopted and used in the business sector and less in the education sector, although institutes of higher education are also focusing on ways to render high quality  ...  Despite the fact, that Balanced Scorecard is very sophisticated and in terms of implementation very successful performance measurement system, some authors have identified a number of shortcomings and  ...  It consists of an analysis of user requirements and software features and choosing the most effective software that will process the information about the performance of business processes.  ... 
doi:10.1016/j.sbspro.2014.07.381 fatcat:x7ndxbtyfzcunm63opjfdge3ta

Toward the automatic assessment of evolvability for reusable class libraries

H.A. Sahraoui, H. Lounis, M.A. Boukadoum, F. Etheve
2000 Proceedings ASE 2000. Fifteenth IEEE International Conference on Automated Software Engineering  
Many sources agree that managing the evolution of an OO system constitutes a complex and resource-consuming task.  ...  Thus, the symptomatic detection of potential instabilities during the design phase of such libraries may serve to avoid later problems.  ...  The response to question 2 is definitely yes and from two perspectives.  ... 
doi:10.1109/ase.2000.873680 dblp:conf/kbse/SahraouiLBE00 fatcat:ubmpgfko35fnjfxwwx4bci6fby

Technological research plan for active ageing

Hamideh Afsarmanesh, Simon Samwel Msanjila, Luis M. Camarinha-Matos
2011 Information Systems Frontiers  
Following a brief description of the three main perspectives of the ePAL environment, it introduces the four main ICT research and development areas that are identified for strengthening and realization  ...  and the societal aspects, and (3) the organizational perspective that addresses both the economic / managerial and governmental aspects of these environments.  ...  Open Access This article is distributed under the terms of the Creative Commons Attribution Noncommercial License which permits any noncommercial use, distribution, and reproduction in any medium, provided  ... 
doi:10.1007/s10796-011-9295-z fatcat:24sekypgwffcdlswxmrzr5ecga

AN ANALYSIS OF DIFFERENT FORMS OF INTELLIGENCE WITHIN ORGANIZATIONS

Vasile Mazilescu, Ludmila Daniela Manea
2015 Risk in Contemporary Economy  
on Operational Knowledge) stressing especially the connection between distributed AI (the key element of semantic technology), collective intelligence and specific knowledge in the field, which is, according  ...  to the approach presented in this paper, the conceptual basis of Intelligent Systems in Economy (ISE).  ...  From any perspective we look at the organizational structure, there is ever obvious the existence of various types of intelligence, which contribute to defining it as an intelligent organization, such  ... 
doaj:9252a770a574409ab0dd9f59dcb533b7 fatcat:hfff6a4znzbr3mb3oagvzzztue

Measuring of Software Maintainability Using Adaptive Fuzzy Neural Network

Mohammad Zavvar, Farhad Ramezani
2015 International Journal of Modern Education and Computer Science  
Because many factors including type of service, type of product and human factors is dependent on the maintenance process, And the imprecise nature of qualitative factors and sub-criteria leading software  ...  Software maintenance mainly refers to the process of correcting software after delivery.  ...  define the quality of a software product from researchers, organizations and various institutions have been suggested that many of these features and the features of different models of quality are the  ... 
doi:10.5815/ijmecs.2015.10.04 fatcat:ay2k6j2vm5b6lcai4yt54iz66y

Towards a comprehensive uncertainty assessment in environmental research and decision support

Peter Reichert
2020 Water Science and Technology  
) profiting from the support of modern techniques of data science to increase the diversity of the exploration process, to benchmark mechanistic models, and to find new relationships; (iii) analysing structural  ...  in addition to the uncertainty of predictions in decision support; and (vi) explicitly considering the ambiguity about prior distributions for predictions and preferences by using imprecise probabilities  ...  ACKNOWLEDGEMENTS The development of this paper has benefited from discussions with many scientists over the last few years.  ... 
doi:10.2166/wst.2020.032 pmid:32644952 fatcat:pdqxsxyidveijm3z5eyx4mrjuy

Patterns and pedagogy

Michael J. Clancy, Marcia C. Linn
1999 The proceedings of the thirtieth SIGCSE technical symposium on Computer science education - SIGCSE '99  
Patterns can potentially help to organize the examples and code they see as they learn to program.  ...  In this paper, we review research results relating to the use of software design patterns and advocate knowledge integration perspectives on programming instruction.  ...  [13] Linn, M.C. and Clancy, M.J., "The Case for  ... 
doi:10.1145/299649.299673 dblp:conf/sigcse/ClancyL99 fatcat:ul4mu6wyyfg2vozinm4znmospi
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